Best Shopee Scrapers in 2026

Shopee is one of the biggest online shopping platforms in Southeast Asia, known for its wide range of products and competitive prices. If you’re a business owner, analyst, or even a competitor looking to get insights, using a Shopee scraper can be a game-changer. These scrapers help you quickly pull large amounts of data, such as product prices, ratings, reviews, and seller information. They save you a lot of time and provide valuable data to help you make smarter business decisions. In 2025, there are many Shopee scrapers to choose from. Each one offers different features, and it’s vital to pick the right one for your needs. In this guide, we’ll cover the 8 best Shopee scrapers, highlighting their key features, pros, cons, and pricing to help you decide.

Top 8 Best Shopee Scraper 2026

Looking to extract valuable data from Shopee? Here are the top 8 Shopee scrapers in 2025. These tools help you gather product details, reviews, prices, and more efficiently.

Best Shopee Scraper in a Glance

1. Bright Data

Bright Data is a top choice for businesses and developers seeking accurate, efficient data extraction from Shopee. It provides an easy-to-use, no-code solution for users of all skill levels. Bright Data handles complex scraping challenges, such as CAPTCHA solving and IP rotation, so users can focus on data analysis rather than technical issues. The platform ensures seamless integration with various workflows and delivers data in flexible formats such as JSON and CSV. Bright Data’s infrastructure supports large-scale scraping, making it ideal for businesses that need consistent, reliable Shopee data. The service is trusted by over 20,000 companies worldwide, providing peace of mind with a proven track record.

Key Features:

• No-code setup: Create a scraper with no coding knowledge required.
  
• IP rotation: Ensures you won’t get blocked by Shopee’s anti-scraping measures.
  
• Automated retries and CAPTCHAs: Handles errors and CAPTCHAs automatically.
  
• Data validation: Ensures the accuracy of the scraped data.
  
• Flexible output: Data can be exported in JSON, CSV, or NDJSON formats.

Pros:

• Easy to set up with no technical expertise required.
  
• High success rate with the ability to bypass CAPTCHAs and blocks.
  
• Flexible data delivery through API or webhook.
  
• Scalability for large-scale data extraction.

Cons:

• May be a bit pricier compared to other options.
  
• Requires subscription for ongoing use, which could be costly for small businesses.

Pricing:

Starts at $1.50 per 1,000 records. Monthly plans range from $499 to $1,999, depending on the number of records and the level of support needed.

2. Apify

Apify is a powerful platform known for efficiently scraping data from websites like Shopee. It offers a user-friendly solution for scraping various Shopee data points, including product details, sales information, and ratings. Apify provides a no-code interface that allows anyone to create a custom scraper in minutes. It also supports real-time data extraction, making it perfect for tracking changes in product prices or promotions. Apify’s platform is flexible, offering both API access and the ability to adjust code for specific scraping needs. Whether you’re a developer or a non-technical user, Apify provides all the tools needed to extract structured Shopee data without hassle.

Key Features:

• Unofficial API: Provides access to Shopee’s backend data using API endpoints.
  
• No-code API creation: Automatically generate APIs without writing code.
  
• Real-time scraping: Extracts data in real-time from product pages, including sales, discounts, and ratings.
  
• Customizable: Allows tweaking of the scraping process with their built-in IDE.

Pros:

• Easy to use for both technical and non-technical teams.
  
• Ability to scrape detailed product information, including sales and promotions.
  
• Free trial available to test the functionality.

Cons:

• As it uses an unofficial API, it may not always be as stable as official solutions.
  
• Pricing can scale up quickly with increased usage.

Pricing:

• $39/month with a free trial available.
  
• Pay-per-usage pricing based on the number of API calls.

3. ZenRows

ZenRows offers an easy solution for scraping data from Shopee, especially when dealing with anti-bot protections. It bypasses common issues like IP blocks, CAPTCHAs, and rate limits. ZenRows automatically manages the complex aspects of data extraction, allowing users to focus on analysis. The service is built for large-scale scraping, making it ideal for businesses that need extensive Shopee data. It also offers customizable settings and browser fingerprinting, giving users greater control over data collection. ZenRows’ infrastructure is reliable, ensuring smooth data scraping, even with high volumes of requests.

Key Features:

• Anti-bot protection: Built-in mechanisms to avoid CAPTCHAs and bans.
  
• IP rotation: Automatically switches IP addresses to maintain uninterrupted scraping.
  
• JavaScript rendering: Handles dynamic content and loads JavaScript-based data.
  
• Customizable parameters: Allows for fine-tuned control over data extraction, including headers and cookies.

Pros:

• High success rate in bypassing Shopee’s anti-bot measures.
  
• Supports large-scale scraping tasks efficiently.
  
• No need to manage proxies manually.

Cons:

• Can be a bit complex for users who prefer a simple plug-and-play solution.
  
• Pricing can become costly for businesses with high-volume scraping needs.

Pricing:

$34/month for the Developer plan, which includes 250,000 basic results and 10,000 protected results. Higher-tier plans offer more results and additional features.

4. ScrapingBee

ScrapingBee is a fast and reliable tool for extracting Shopee data with minimal effort. It simplifies the scraping process by automatically handling complex tasks such as JavaScript rendering and CAPTCHA solving. ScrapingBee integrates easily into various development environments and provides an API for quick data retrieval. Users can scrape product details, reviews, pricing, and stock availability from Shopee efficiently. The platform’s built-in proxy rotation ensures smooth, uninterrupted data extraction by bypassing IP restrictions. ScrapingBee’s straightforward API design makes it an excellent option for businesses or developers who want to start scraping Shopee data without spending too much time on setup.

Key Features:

• JavaScript rendering: Supports scraping of pages that require JavaScript for loading.
  
• Anti-bot protection: Includes IP rotation and CAPTCHA-solving mechanisms.
  
• Custom headers and cookies: Allows you to use your own headers and cookies for greater flexibility.

Pros:

• Fast and reliable data extraction.
  
• Handles advanced anti-scraping mechanisms with ease.
  
• User-friendly with straightforward API integration.

Cons:

• The pricing may not be suitable for smaller businesses or startups.
  
• The API may not be as feature-rich as other platforms for complex use cases.

Pricing:

$49/month for the Freelance plan, with 250,000 results. Higher plans include more results and advanced features.

5. ProxyEmpire

ProxyEmpire specializes in providing high-end residential proxies for Shopee scraping. Their platform allows users to extract data without worrying about common issues like IP blocks or CAPTCHA challenges. ProxyEmpire’s service provides real-user IP addresses, making it harder for Shopee to detect and block scraping attempts. It offers geo-targeting, allowing users to scrape data based on specific regions or locations, which is ideal for businesses tracking regional product trends. ProxyEmpire’s API is easy to integrate, giving users flexibility in how they collect and utilize Shopee data. Its proxy rotation system ensures continuous, smooth data scraping, even during high-volume requests.

Key Features:

• Residential proxies: Uses real-user IP addresses to bypass restrictions and blocks.
  
• Geo-targeting: Allows you to scrape Shopee data from specific regions.
  
• API access: Simple integration with other tools and platforms.
  
• Advanced features: Includes CAPTCHA bypass and IP rotation.

Pros:

• Reliable and consistent scraping performance with residential proxies.
  
• Great for geo-targeted scraping and competitive analysis.
  
• Automatic IP rotation ensures smooth scraping.

Cons:

• Pricing may be on the higher side, especially for small-scale users.
  
• Some users may find the interface less intuitive than other platforms.

Pricing:

Starting from $1.97 per residential proxy with various subscription options.

6. ScraperAPI

ScraperAPI is a powerful tool for scraping Shopee data efficiently. It takes the complexity out of the process by automatically managing proxies, CAPTCHAs, and JavaScript rendering. ScraperAPI is designed for developers who need a fast and reliable way to extract Shopee data at scale. The platform offers easy integration with various programming languages, including Python and JavaScript. ScraperAPI also ensures seamless IP rotation and handles anti-scraping mechanisms automatically. Whether you’re scraping product prices, reviews, or detailed descriptions, ScraperAPI provides the infrastructure and support to deliver accurate, structured Shopee data without interruptions.

Key Features:

• Proxy rotation: Automatically rotates proxies to avoid IP bans.
  
• JavaScript rendering: Supports websites that load data dynamically via JavaScript.
  
• CAPTCHA solving: Handles CAPTCHA challenges seamlessly.
  
• Easy integration: Works with various programming languages such as Python, Ruby, and PHP.

Pros:

• Reliable and efficient for scraping even the most complex websites.
  
• Simple API integration.
  
• Great for high-volume data scraping.

Cons:

• Can become expensive for high-usage projects.
  
• Requires some technical knowledge to set up.

Pricing:

$49/month for 500,000 requests. Higher plans offer more requests and additional features.

7. ZenScrape

ZenScrape is a powerful tool for scraping data from Shopee. It helps businesses and developers collect detailed information like product prices, ratings, and stock levels. The tool handles complex tasks, such as bypassing IP bans, CAPTCHAs, and anti-bot measures. ZenScrape provides an easy-to-use API, making it simple to integrate into existing systems. It also supports geo-targeting, allowing users to extract data from specific regions. The platform is built for scalability and reliability, making it perfect for companies that need to scrape large amounts of Shopee data regularly. It helps avoid common scraping challenges, ensuring smooth and efficient data collection.

Key Features:

• Anti-bot bypass: Automatically handles IP rotation, CAPTCHA bypass, and proxy management.
  
• Fast data extraction: Retrieves Shopee data quickly, even from large product lists.
  
• Geo-targeting: Enables data collection based on specific regions or locations.
  
• API access: Provides easy integration with other data analysis tools.

Pros:

• Great for high-volume data scraping.
  
• Easy integration and setup.
  
• Reliable performance even during peak usage.

Cons:

• May require some setup time for new users.
  
• Can be costly for small businesses.

Pricing:

Starts at $59.99/month for 250,000 requests.

8. WebHarvy

WebHarvy is a visual web scraper that provides an intuitive way to extract data from Shopee. It is especially useful for users who prefer a point-and-click interface over writing code. WebHarvy handles complex web scraping tasks like JavaScript rendering and IP rotation automatically. It supports scheduled scraping, so users can collect Shopee data regularly without manual intervention. WebHarvy’s simple interface and automated features make it a great option for beginners or small businesses. The tool also offers multiple export formats, including CSV, Excel, and XML, allowing users to organize their scraped Shopee data in a way that suits their needs.

Key Features:

• Visual scraping: No coding needed – simply point and click to capture data.
  
• Automated scraping: Supports scheduled scraping tasks for ongoing data collection.
  
• Data export: Allows exporting data in CSV, Excel, and XML formats.

Pros:

• Extremely user-friendly with a visual interface.
  
• Great for users without programming knowledge.
  
• Supports automated scraping schedules.

Cons:

• Limited scalability for high-volume scraping.
  
• The user interface may be too simplistic for advanced use cases.

Pricing:

$99/year for the standard license.

Conclusion:

Whether you’re looking to gather competitor data, track prices, or analyze product trends on Shopee, using a reliable scraper can save you significant time and effort. From Bright Data’s advanced tools to WebHarvy’s simple, user-friendly interface, each scraper offers unique features tailored to different needs. Evaluate your business’s requirements and budget to choose the best Shopee scraper for your data extraction tasks!

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